3 Best Books on Statistics
3.1 Statistical Analysis: The Basics (2024)
- Please read and refer to this book for some concepts and terminologies
3.2 History of Statistics
- Seminal Ideas and Controversies in Statistics (2025)
- History of Correlation (2024)
3.3 Statistical Rethinking, by Richard McElreath
One of the best book per Frank Harrell
3.4 Regression Modeling Strategies 2nd Edition (2015)
- Frank H. Harrell
3.5 Clinical Prediction Models
3.6 Bayesian Approaches to Clinical Trials and Health‐Care Evaluation
David J. Spiegelhalter
One of the best books recommended by Frank Harrell
3.7 Chapman & Hall/CRC Biostatistics Series
- Likelihood Methods in Survival Analysis With R Examples (2025)
- Power and Sample Size in R (2025)
- Cluster Randomization Trials (2024)
- Association Models in Epidemiology (2024)
- Causal Inference in Pharmaceutical Statistics (2024)
- Bayesian Precision Medicine (2024)
- ROC Analysis for Classification and Prediction in Practice (2023)
3.8 Texts in Statistical Science
- Fundamentals of Mathematical Statistics (2023)
- Statistical Theory (2023)
3.9 The brms Book
Applied Bayesian Regression Modelling Using R and Stan a book in progress